kyla2/Machine-Learning-From-Scratch

常用机器学习的算法简洁实现

Machine-Learning-From-Scratch

常用机器学习的算法简洁实现

About

从零开始实现机器学习算法，简洁的实现版本
附源码讲解网址，网址中记录了我学习机器学习算法的过程方法与资料
http://www.dmlearning.cn/

算法目录

• Machine Learning From Scratch
  • Decision Tree
  • Random Forest
  • Gradient Boosting
  • XGBoost
  • Principal Component Analysis
  • ICA
  • Support Vector Machine
  • Linear Regression
  • Logistic Regression
  • Naive Bayes
  • Bayesian Regression
  • K Nearest Neighbors

Reference

借鉴了Erik的代码
https://github.com/eriklindernoren
借鉴了rushter的代码
https://github.com/rushter/MLAlgorithms